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Diploma in Data Science and Big Data Analytics

Diploma in Data Science and Big Data Analytics

Original price was: ₹8,000.0.Current price is: ₹4,000.0.

The Diploma in Data Science and Big Data Analytics is a comprehensive program designed to equip students with the skills needed to analyze, interpret, and derive insights from large datasets. The course covers fundamental concepts in statistics, programming, machine learning, and big data technologies, preparing graduates for careers in data-driven industries.

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Description

Duration:

  • 6 to 12 months (depending on full-time/part-time mode)

Eligibility:

  • 10+2 (High School) or equivalent (Science/Commerce/Arts with Mathematics preferred)

  • Basic knowledge of Mathematics and Statistics is beneficial

  • No prior programming experience required (beginners welcome)

Course Modules

1. Foundations of Data Science

  • Introduction to Data Science & Analytics

  • Role of Data Scientists in Industry

  • Data Types and Structures

2. Programming for Data Science

  • Python for Data Science (NumPy, Pandas, Matplotlib)

  • R Programming (Data Manipulation & Visualization)

  • SQL for Database Management

3. Statistics for Data Analysis

  • Descriptive & Inferential Statistics

  • Probability Distributions

  • Hypothesis Testing & Regression Analysis

4. Data Wrangling & Visualization

  • Data Cleaning & Preprocessing

  • Exploratory Data Analysis (EDA)

  • Visualization Tools: Tableau, Power BI, Seaborn, ggplot2

5. Machine Learning

  • Supervised vs. Unsupervised Learning

  • Algorithms: Linear Regression, Decision Trees, SVM, Clustering

  • Model Evaluation & Hyperparameter Tuning

6. Big Data Technologies

  • Introduction to Hadoop & Spark

  • NoSQL Databases (MongoDB, Cassandra)

  • Cloud Computing for Big Data (AWS, Google Cloud)

7. Real-World Applications & Capstone Project

  • Industry Case Studies

  • End-to-End Data Science Project

  • Final Project Presentation & Certification

Learning Outcomes

By the end of this diploma, students will be able to:
✔ Analyze and interpret complex datasets
✔ Build predictive models using Machine Learning
✔ Work with Big Data frameworks like Hadoop & Spark
✔ Create interactive dashboards using visualization tools
✔ Solve real-world business problems using data-driven approaches

Career Opportunities

  • Data Analyst

  • Business Analyst

  • Machine Learning Engineer

  • Big Data Engineer

  • Data Visualization Specialist

Certification

Upon successful completion, students receive a Diploma in Data Science and Big Data Analytics, enhancing employability in tech-driven industries.

Interested? Contact us for enrollment details!
📧 Email: admissions@institute.edu | 🌐 Website: www.institute.edu
📞 Phone: +1 (123) 456-7890

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